Comparison
presidio vs knowledge-gpt
Verdict
Pick presidio if presidio is an open-source framework for identifying and anonymizing sensitive data including text, images, and structured formats through its NLP, pattern matching, and customizable pipeline capabilities; pick knowledge-gpt if knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers.
Markdown twin · presidio alternatives · knowledge-gpt alternatives
GraphCanon updated Sep 20, 2026
15views this month
vs
Trust & integrity
| Signal | presidio | knowledge-gpt |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 11, 2026 · github_public_v1 | Dormant (1243d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 11, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Jul 15, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- presidio
- A framework for detecting and anonymizing sensitive data
- knowledge-gpt
- Extract knowledge from all information sources using GPT and other language models. Index and conduct Q&A sessions with information sources.
Stars
- presidio
- 11k
- knowledge-gpt
- 292
Forks
- presidio
- 1.3k
- knowledge-gpt
- 52
Open issues
- presidio
- 111
- knowledge-gpt
- 8
Language
- presidio
- Python
- knowledge-gpt
- Python
Adopt for
- presidio
- Presidio is an open-source framework for identifying and anonymizing sensitive data including text, images, and structured formats through its NLP, pattern matching, and customizable pipeline capabilities.
- knowledge-gpt
- knowledge-gpt: Python toolkit for indexing and Q&A sessions with info sources using GPT & transformers.
Persona
- presidio
- -
- knowledge-gpt
- -
Runtime
- presidio
- -
- knowledge-gpt
- -
License
- presidio
- MIT License for use under permissive terms that allows free usage for commercial or non-commercial purposes with full source code available.
- knowledge-gpt
- MIT
Last pushed
- presidio
- Sep 10, 2026
- knowledge-gpt
- Apr 25, 2023
Categories
- presidio
- Data & Retrieval, Evaluation & Observability
- knowledge-gpt
- Data & Retrieval, Evaluation & Observability, LLM Frameworks, Model Training
Trust and health
Maintenance
- presidio
- Very active (96%)
- knowledge-gpt
- Dormant (18%)
Days since push
- presidio
- 0d
- knowledge-gpt
- 1243d
Open issues (now)
- presidio
- 111
- knowledge-gpt
- 8
Stars delta
- presidio
- +423 (30d)
- knowledge-gpt
- +1 (30d)
Open issues delta
- presidio
- +9 (30d)
- knowledge-gpt
- 0 (30d)
Full report
- presidio
- Trust report
- knowledge-gpt
- Trust report
Shared compatibility
- Python · presidio: Python runtime · knowledge-gpt: Python runtime
Choose presidio if…
- Pricing: Open-source and freely usable as it relies on the MIT license; however, additional support services may incur costs..
- Requirements: Requires Docker.
- Tags unique to presidio: data-anonymization, data-obfuscation, group:python-frameworks.
- When you need a tool that supports not only text but also image and structured data anonymization, Presidio offers broad coverage for different data types.
When NOT to use presidio
- Avoid using Presidio if your project strictly requires manual data anonymization processes as it mainly supports automated detection.
- Presidio's automated mechanisms may not catch all sensitive information, so you should not solely rely on it when a near-perfect accuracy rate in PII identification is crucial.
Choose knowledge-gpt if…
- Tags unique to knowledge-gpt: context, embedding-vectors, gpt, huggingface-transformers.
- Also covers LLM Frameworks, Model Training.
- When you need a flexible, model-agnostic approach for Q&A over diverse data sources
When NOT to use knowledge-gpt
- Avoid if strictly needing real-time response performance without indexing capabilities
- Not recommended if focusing solely on visual or multimedia content extraction
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (data-privacy-stack/presidio) · observed Sep 20, 2026
- GitHub forks (data-privacy-stack/presidio) · observed Sep 20, 2026
- Last push (data-privacy-stack/presidio) · observed Sep 10, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (geeks-of-data/knowledge-gpt) · observed Sep 20, 2026
- GitHub forks (geeks-of-data/knowledge-gpt) · observed Sep 20, 2026
- Last push (geeks-of-data/knowledge-gpt) · observed Apr 25, 2023
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: presidio 11k · knowledge-gpt 292 (synced Sep 20, 2026).
Common questions
- What is the difference between presidio and knowledge-gpt?
- presidio: A framework for detecting and anonymizing sensitive data. knowledge-gpt: Extract knowledge from all information sources using GPT and other language models. Index and conduct Q&A sessions with information sources.. See the comparison table for live GitHub stats and shared categories.
- When should I choose presidio over knowledge-gpt?
- Choose presidio over knowledge-gpt when Pricing: Open-source and freely usable as it relies on the MIT license; however, additional support services may incur costs.; Requirements: Requires Docker; Tags unique to presidio: data-anonymization, data-obfuscation, group:python-frameworks; When you need a tool that supports not only text but also image and structured data anonymization, Presidio offers broad coverage for different data types.
- When should I choose knowledge-gpt over presidio?
- Choose knowledge-gpt over presidio when Tags unique to knowledge-gpt: context, embedding-vectors, gpt, huggingface-transformers; Also covers LLM Frameworks, Model Training; When you need a flexible, model-agnostic approach for Q&A over diverse data sources.
- When should I avoid presidio?
- Avoid using Presidio if your project strictly requires manual data anonymization processes as it mainly supports automated detection. Presidio's automated mechanisms may not catch all sensitive information, so you should not solely rely on it when a near-perfect accuracy rate in PII identification is crucial.
- When should I avoid knowledge-gpt?
- Avoid if strictly needing real-time response performance without indexing capabilities Not recommended if focusing solely on visual or multimedia content extraction
- Is presidio or knowledge-gpt more popular on GitHub?
- presidio has more GitHub stars (10,818 vs 292). Stars measure visibility, not whether either tool fits your constraints.
- Are presidio and knowledge-gpt open source?
- Yes - both are open-source projects on GitHub (presidio: MIT, knowledge-gpt: MIT).
- Where can I find alternatives to presidio or knowledge-gpt?
- GraphCanon lists graph-backed alternatives at presidio alternatives and knowledge-gpt alternatives (presidio markdown twin, knowledge-gpt markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, presidio or knowledge-gpt?
- presidio: Very active. knowledge-gpt: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for presidio and knowledge-gpt?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: presidio trust report; knowledge-gpt trust report.